{"title":"Implementation of importance sampling techniques using the Signal Processing WorkSystem (SPW)","authors":"M. K. Wyche","doi":"10.1109/MILCOM.1992.244139","DOIUrl":null,"url":null,"abstract":"The author presents the development of importance sampling function blocks for the Signal Processing WorkSystem (SPW) simulation tool. The derivation and implementation of SPW blocks for both conventional and improved importance sampling techniques are discussed. Conventional importance sampling provides improvement in the simulation times for linear systems that contain little or no memory. Improved importance sampling reduces the simulation time required independently of memory length. The bit-error-rate (BER) performance of a baseband communication system is analyzed using these new blocks in order to quantify the improvement in simulation time using importance sampling as opposed to direct Monte-Carlo simulation.<<ETX>>","PeriodicalId":394587,"journal":{"name":"MILCOM 92 Conference Record","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1992-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"MILCOM 92 Conference Record","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MILCOM.1992.244139","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The author presents the development of importance sampling function blocks for the Signal Processing WorkSystem (SPW) simulation tool. The derivation and implementation of SPW blocks for both conventional and improved importance sampling techniques are discussed. Conventional importance sampling provides improvement in the simulation times for linear systems that contain little or no memory. Improved importance sampling reduces the simulation time required independently of memory length. The bit-error-rate (BER) performance of a baseband communication system is analyzed using these new blocks in order to quantify the improvement in simulation time using importance sampling as opposed to direct Monte-Carlo simulation.<>
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
